What are the new languages that can possibly become mainstream
programming languages in academia/industry, and what is the
compilation technology they follow?

The arrival of Java bought the use of sophisticaed runtimes VM to the
mainstream (compared to the C/C++ native code approach). Does most of
the newer languages follow the similar approach, or most of them
follow the conventional approach of native code generation?